Excitatory and inhibitory neuronal synapse unit: A novel recurrent cell for time series prediction

LC Wang, RST Lee - Neurocomputing, 2024 - Elsevier
Time series prediction is one of the most challenging topics in real-world applications. Most
studies undertook advanced mathematics and computer techniques above benchmark …

End-to-end DVB-S2X system design with DL-based channel estimation over satellite fading channels at Ka-band

SD Awad, A Sali, MM Al-Wani, AM Al-Saegh… - Computer Networks, 2023 - Elsevier
Satellite channels suffer from heavy fading due to the atmospheric impairments at high
frequencies. Therefore, channel estimation is essential for coherent detection and …

Long short-term memory networks for vehicle sensor fusion

JT Gandy, JE Ball - … , Processing and Security for Ground, Air …, 2022 - spiedigitallibrary.org
Adaptive Cruise Control (ACC) is an important part of automotive autonomy. To have a
robust Adaptive Cruise Control system, a well-defined sensor fusion system is required. This …

Modeling and Forecasting Individual On-Demand Upcoming Trips

A Fatola, T Ma, C Antoniou - 2021 7th International Conference …, 2021 - ieeexplore.ieee.org
This research is motivated by the emerging on-demand mobility service as a complementary
supply to public transport to meet flexible needs of commuters. Meanwhile, it helps to …

[PDF][PDF] On-demand Modeling and Forecasting Individual Upcoming Trips

AO Fatola - 2020 - mediatum.ub.tum.de
This research was motivated by the challenges of transport supply, failing to fulfill the travel
demand of commuters, which often leads to traffic congestion and disruption of business for …